Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 20490 |
| Missing cells | 88 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.0 MiB |
| Average record size in memory | 104.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Text | 3 |
Unnamed: 0 is highly overall correlated with df_index | High correlation |
df_index is highly overall correlated with Unnamed: 0 | High correlation |
vividness is highly overall correlated with passive voice | High correlation |
passive voice is highly overall correlated with vividness | High correlation |
all adverbs is highly overall correlated with ly-adverbs and 1 other fields | High correlation |
ly-adverbs is highly overall correlated with all adverbs | High correlation |
non-ly-adverbs is highly overall correlated with all adverbs | High correlation |
year is highly skewed (γ1 = -24.16478369) | Skewed |
Unnamed: 0 is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
df_index has unique values | Unique |
Reproduction
| Analysis started | 2023-06-11 17:22:43.967476 |
|---|---|
| Analysis finished | 2023-06-11 17:23:01.952007 |
| Duration | 17.98 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
Unnamed: 0
Real number (ℝ)
HIGH CORRELATION  UNIFORM  UNIQUE 
| Distinct | 20490 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10244.5 |
| Minimum | 0 |
|---|---|
| Maximum | 20489 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1024.45 |
| Q1 | 5122.25 |
| median | 10244.5 |
| Q3 | 15366.75 |
| 95-th percentile | 19464.55 |
| Maximum | 20489 |
| Range | 20489 |
| Interquartile range (IQR) | 10244.5 |
Descriptive statistics
| Standard deviation | 5915.0978 |
|---|---|
| Coefficient of variation (CV) | 0.57739254 |
| Kurtosis | -1.2 |
| Mean | 10244.5 |
| Median Absolute Deviation (MAD) | 5122.5 |
| Skewness | 0 |
| Sum | 2.099098 × 108 |
| Variance | 34988382 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 14086 | 1 | < 0.1% |
| 13664 | 1 | < 0.1% |
| 13663 | 1 | < 0.1% |
| 13662 | 1 | < 0.1% |
| 13661 | 1 | < 0.1% |
| 13660 | 1 | < 0.1% |
| 13659 | 1 | < 0.1% |
| 13658 | 1 | < 0.1% |
| 13657 | 1 | < 0.1% |
| Other values (20480) | 20480 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 20489 | 1 | |
| 20488 | 1 | |
| 20487 | 1 | |
| 20486 | 1 | |
| 20485 | 1 | |
| 20484 | 1 | |
| 20483 | 1 | |
| 20482 | 1 | |
| 20481 | 1 | |
| 20480 | 1 |
df_index
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 20490 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10982.804 |
| Minimum | 0 |
|---|---|
| Maximum | 22428 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1066.45 |
| Q1 | 5455.25 |
| median | 10978.5 |
| Q3 | 16483.75 |
| 95-th percentile | 20921.55 |
| Maximum | 22428 |
| Range | 22428 |
| Interquartile range (IQR) | 11028.5 |
Descriptive statistics
| Standard deviation | 6367.7255 |
|---|---|
| Coefficient of variation (CV) | 0.57979051 |
| Kurtosis | -1.2002347 |
| Mean | 10982.804 |
| Median Absolute Deviation (MAD) | 5514.5 |
| Skewness | 0.0040537727 |
| Sum | 2.2503765 × 108 |
| Variance | 40547928 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 15098 | 1 | < 0.1% |
| 14650 | 1 | < 0.1% |
| 14649 | 1 | < 0.1% |
| 14648 | 1 | < 0.1% |
| 14647 | 1 | < 0.1% |
| 14645 | 1 | < 0.1% |
| 14644 | 1 | < 0.1% |
| 14643 | 1 | < 0.1% |
| 14641 | 1 | < 0.1% |
| Other values (20480) | 20480 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 22428 | 1 | |
| 22417 | 1 | |
| 22361 | 1 | |
| 22256 | 1 | |
| 22128 | 1 | |
| 22127 | 1 | |
| 22126 | 1 | |
| 22125 | 1 | |
| 22124 | 1 | |
| 22122 | 1 |
title
Text
| Distinct | 19552 |
|---|---|
| Distinct (%) | 95.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 160.2 KiB |
Length
| Max length | 90 |
|---|---|
| Median length | 64 |
| Mean length | 16.658175 |
| Min length | 1 |
Characters and Unicode
| Total characters | 341326 |
|---|---|
| Distinct characters | 91 |
| Distinct categories | 13 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
Unique
| Unique | 18834 ? |
|---|---|
| Unique (%) | 91.9% |
Sample
| 1st row | The Vanished Birds |
|---|---|
| 2nd row | The Price of Honor |
| 3rd row | The Case of the Baker Street Irregulars |
| 4th row | Wildoak |
| 5th row | The Holiday |
| Value | Count | Frequency (%) |
| the | 8294 | 13.3% |
| of | 2927 | 4.7% |
| a | 1230 | 2.0% |
| in | 805 | 1.3% |
| and | 774 | 1.2% |
| to | 489 | 0.8% |
| you | 336 | 0.5% |
| for | 289 | 0.5% |
| girl | 286 | 0.5% |
| on | 278 | 0.4% |
| Other values (11080) | 46817 |
Most occurring characters
| Value | Count | Frequency (%) |
| 42044 | 12.3% | |
| e | 37352 | 10.9% |
| o | 20703 | 6.1% |
| a | 19021 | 5.6% |
| r | 18797 | 5.5% |
| n | 17830 | 5.2% |
| t | 17432 | 5.1% |
| i | 17291 | 5.1% |
| h | 15092 | 4.4% |
| s | 14462 | 4.2% |
| Other values (81) | 121302 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 241848 | |
| Uppercase Letter | 54369 | 15.9% |
| Space Separator | 42044 | 12.3% |
| Other Punctuation | 1356 | 0.4% |
| Final Punctuation | 1038 | 0.3% |
| Decimal Number | 431 | 0.1% |
| Dash Punctuation | 220 | 0.1% |
| Initial Punctuation | 9 | < 0.1% |
| Open Punctuation | 4 | < 0.1% |
| Close Punctuation | 4 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 37352 | |
| o | 20703 | 8.6% |
| a | 19021 | 7.9% |
| r | 18797 | 7.8% |
| n | 17830 | 7.4% |
| t | 17432 | 7.2% |
| i | 17291 | 7.1% |
| h | 15092 | 6.2% |
| s | 14462 | 6.0% |
| l | 11188 | 4.6% |
| Other values (22) | 52680 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 8839 | |
| S | 4962 | 9.1% |
| D | 3292 | 6.1% |
| B | 3243 | 6.0% |
| M | 3227 | 5.9% |
| A | 3086 | 5.7% |
| W | 3004 | 5.5% |
| C | 2933 | 5.4% |
| H | 2542 | 4.7% |
| L | 2505 | 4.6% |
| Other values (16) | 16736 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 548 | |
| , | 432 | |
| . | 127 | 9.4% |
| ' | 115 | 8.5% |
| & | 81 | 6.0% |
| ! | 22 | 1.6% |
| ? | 21 | 1.5% |
| / | 4 | 0.3% |
| # | 3 | 0.2% |
| * | 1 | 0.1% |
| Other values (2) | 2 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 96 | |
| 2 | 68 | |
| 0 | 57 | |
| 9 | 44 | |
| 3 | 43 | |
| 4 | 38 | 8.8% |
| 6 | 30 | 7.0% |
| 8 | 26 | 6.0% |
| 7 | 16 | 3.7% |
| 5 | 13 | 3.0% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 3 | |
| [ | 1 | 25.0% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 3 | |
| ] | 1 | 25.0% |
Space Separator
| Value | Count | Frequency (%) |
| 42044 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 1038 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 220 |
Initial Punctuation
| Value | Count | Frequency (%) |
| ‘ | 9 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 1 |
Other Symbol
| Value | Count | Frequency (%) |
| ° | 1 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 296217 | |
| Common | 45109 | 13.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 37352 | 12.6% |
| o | 20703 | 7.0% |
| a | 19021 | 6.4% |
| r | 18797 | 6.3% |
| n | 17830 | 6.0% |
| t | 17432 | 5.9% |
| i | 17291 | 5.8% |
| h | 15092 | 5.1% |
| s | 14462 | 4.9% |
| l | 11188 | 3.8% |
| Other values (48) | 107049 |
Common
| Value | Count | Frequency (%) |
| 42044 | ||
| ’ | 1038 | 2.3% |
| : | 548 | 1.2% |
| , | 432 | 1.0% |
| - | 220 | 0.5% |
| . | 127 | 0.3% |
| ' | 115 | 0.3% |
| 1 | 96 | 0.2% |
| & | 81 | 0.2% |
| 2 | 68 | 0.2% |
| Other values (23) | 340 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 340270 | |
| Punctuation | 1047 | 0.3% |
| None | 9 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 42044 | 12.4% | |
| e | 37352 | 11.0% |
| o | 20703 | 6.1% |
| a | 19021 | 5.6% |
| r | 18797 | 5.5% |
| n | 17830 | 5.2% |
| t | 17432 | 5.1% |
| i | 17291 | 5.1% |
| h | 15092 | 4.4% |
| s | 14462 | 4.3% |
| Other values (72) | 120246 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 1038 | |
| ‘ | 9 | 0.9% |
None
| Value | Count | Frequency (%) |
| é | 2 | |
| ô | 2 | |
| í | 1 | |
| ° | 1 | |
| â | 1 | |
| ø | 1 | |
| ç | 1 |
author
Text
| Distinct | 11194 |
|---|---|
| Distinct (%) | 54.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 160.2 KiB |
Length
| Max length | 85 |
|---|---|
| Median length | 55 |
| Mean length | 13.895656 |
| Min length | 4 |
Characters and Unicode
| Total characters | 284722 |
|---|---|
| Distinct characters | 94 |
| Distinct categories | 11 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 4 ? |
Unique
| Unique | 7995 ? |
|---|---|
| Unique (%) | 39.0% |
Sample
| 1st row | Simon Jimenez |
|---|---|
| 2nd row | Jonathan P. Brazee |
| 3rd row | Anthony Boucher |
| 4th row | C. C. Harrington |
| 5th row | T. M. Logan |
| Value | Count | Frequency (%) |
| j | 653 | 1.4% |
| 628 | 1.3% | |
| james | 488 | 1.0% |
| david | 416 | 0.9% |
| a | 411 | 0.9% |
| john | 367 | 0.8% |
| m | 355 | 0.8% |
| r | 309 | 0.7% |
| l | 286 | 0.6% |
| michael | 282 | 0.6% |
| Other values (9617) | 42914 |
Most occurring characters
| Value | Count | Frequency (%) |
| 26626 | 9.4% | |
| e | 26421 | 9.3% |
| a | 25132 | 8.8% |
| n | 20256 | 7.1% |
| r | 18514 | 6.5% |
| i | 16003 | 5.6% |
| o | 14380 | 5.1% |
| l | 14048 | 4.9% |
| t | 10001 | 3.5% |
| s | 9816 | 3.4% |
| Other values (84) | 103525 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 205415 | |
| Uppercase Letter | 47179 | 16.6% |
| Space Separator | 26626 | 9.4% |
| Other Punctuation | 4991 | 1.8% |
| Dash Punctuation | 170 | 0.1% |
| Nonspacing Mark | 152 | 0.1% |
| Final Punctuation | 120 | < 0.1% |
| Open Punctuation | 32 | < 0.1% |
| Close Punctuation | 32 | < 0.1% |
| Initial Punctuation | 3 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 26421 | |
| a | 25132 | |
| n | 20256 | |
| r | 18514 | |
| i | 16003 | 7.8% |
| o | 14380 | 7.0% |
| l | 14048 | 6.8% |
| t | 10001 | 4.9% |
| s | 9816 | 4.8% |
| h | 7901 | 3.8% |
| Other values (33) | 42943 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 4141 | 8.8% |
| S | 4097 | 8.7% |
| J | 3729 | 7.9% |
| C | 3670 | 7.8% |
| A | 3264 | 6.9% |
| R | 2753 | 5.8% |
| D | 2747 | 5.8% |
| B | 2728 | 5.8% |
| K | 2567 | 5.4% |
| L | 2433 | 5.2% |
| Other values (19) | 15050 |
Nonspacing Mark
| Value | Count | Frequency (%) |
| ́ | 114 | |
| ̈ | 17 | 11.2% |
| ̃ | 6 | 3.9% |
| ̀ | 5 | 3.3% |
| ̧ | 4 | 2.6% |
| ̌ | 3 | 2.0% |
| ̇ | 1 | 0.7% |
| ̊ | 1 | 0.7% |
| ̂ | 1 | 0.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4274 | |
| & | 628 | 12.6% |
| , | 68 | 1.4% |
| ' | 21 | 0.4% |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 117 | |
| ” | 3 | 2.5% |
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 0 | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 26626 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 170 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 32 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 32 |
Initial Punctuation
| Value | Count | Frequency (%) |
| “ | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 252594 | |
| Common | 31976 | 11.2% |
| Inherited | 152 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 26421 | 10.5% |
| a | 25132 | 9.9% |
| n | 20256 | 8.0% |
| r | 18514 | 7.3% |
| i | 16003 | 6.3% |
| o | 14380 | 5.7% |
| l | 14048 | 5.6% |
| t | 10001 | 4.0% |
| s | 9816 | 3.9% |
| h | 7901 | 3.1% |
| Other values (62) | 90122 |
Common
| Value | Count | Frequency (%) |
| 26626 | ||
| . | 4274 | 13.4% |
| & | 628 | 2.0% |
| - | 170 | 0.5% |
| ’ | 117 | 0.4% |
| , | 68 | 0.2% |
| ( | 32 | 0.1% |
| ) | 32 | 0.1% |
| ' | 21 | 0.1% |
| “ | 3 | < 0.1% |
| Other values (3) | 5 | < 0.1% |
Inherited
| Value | Count | Frequency (%) |
| ́ | 114 | |
| ̈ | 17 | 11.2% |
| ̃ | 6 | 3.9% |
| ̀ | 5 | 3.3% |
| ̧ | 4 | 2.6% |
| ̌ | 3 | 2.0% |
| ̇ | 1 | 0.7% |
| ̊ | 1 | 0.7% |
| ̂ | 1 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 284366 | |
| Diacriticals | 152 | 0.1% |
| Punctuation | 123 | < 0.1% |
| None | 81 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 26626 | 9.4% | |
| e | 26421 | 9.3% |
| a | 25132 | 8.8% |
| n | 20256 | 7.1% |
| r | 18514 | 6.5% |
| i | 16003 | 5.6% |
| o | 14380 | 5.1% |
| l | 14048 | 4.9% |
| t | 10001 | 3.5% |
| s | 9816 | 3.5% |
| Other values (52) | 103169 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 117 | |
| “ | 3 | 2.4% |
| ” | 3 | 2.4% |
Diacriticals
| Value | Count | Frequency (%) |
| ́ | 114 | |
| ̈ | 17 | 11.2% |
| ̃ | 6 | 3.9% |
| ̀ | 5 | 3.3% |
| ̧ | 4 | 2.6% |
| ̌ | 3 | 2.0% |
| ̇ | 1 | 0.7% |
| ̊ | 1 | 0.7% |
| ̂ | 1 | 0.7% |
None
| Value | Count | Frequency (%) |
| ö | 31 | |
| ø | 9 | 11.1% |
| é | 6 | 7.4% |
| ð | 6 | 7.4% |
| ó | 5 | 6.2% |
| á | 4 | 4.9% |
| ï | 3 | 3.7% |
| ü | 3 | 3.7% |
| ł | 2 | 2.5% |
| ñ | 2 | 2.5% |
| Other values (10) | 10 | 12.3% |
total words
Real number (ℝ)
| Distinct | 18537 |
|---|---|
| Distinct (%) | 90.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92534.069 |
| Minimum | 984 |
|---|---|
| Maximum | 612956 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.2 KiB |
Quantile statistics
| Minimum | 984 |
|---|---|
| 5-th percentile | 31555.85 |
| Q1 | 70073 |
| median | 88249 |
| Q3 | 107297.25 |
| 95-th percentile | 163614.55 |
| Maximum | 612956 |
| Range | 611972 |
| Interquartile range (IQR) | 37224.25 |
Descriptive statistics
| Standard deviation | 43882.384 |
|---|---|
| Coefficient of variation (CV) | 0.47422948 |
| Kurtosis | 13.426078 |
| Mean | 92534.069 |
| Median Absolute Deviation (MAD) | 18546.5 |
| Skewness | 2.2965898 |
| Sum | 1.8960231 × 109 |
| Variance | 1.9256636 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 78171 | 4 | < 0.1% |
| 77033 | 4 | < 0.1% |
| 70067 | 4 | < 0.1% |
| 95740 | 4 | < 0.1% |
| 67066 | 4 | < 0.1% |
| 96888 | 4 | < 0.1% |
| 84667 | 4 | < 0.1% |
| 77028 | 4 | < 0.1% |
| 71622 | 4 | < 0.1% |
| 77111 | 3 | < 0.1% |
| Other values (18527) | 20451 |
| Value | Count | Frequency (%) |
| 984 | 1 | |
| 1503 | 1 | |
| 1769 | 1 | |
| 2021 | 1 | |
| 2334 | 1 | |
| 2398 | 1 | |
| 2417 | 1 | |
| 2524 | 1 | |
| 2602 | 1 | |
| 2638 | 1 |
| Value | Count | Frequency (%) |
| 612956 | 1 | |
| 612868 | 1 | |
| 593393 | 1 | |
| 567072 | 1 | |
| 535663 | 1 | |
| 503164 | 1 | |
| 502290 | 1 | |
| 501470 | 1 | |
| 486586 | 1 | |
| 480194 | 1 |
vividness
Real number (ℝ)
| Distinct | 5178 |
|---|---|
| Distinct (%) | 25.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.655792 |
| Minimum | 1 |
|---|---|
| Maximum | 99.75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 29.04 |
| Q1 | 39.64 |
| median | 47.2 |
| Q3 | 55.14 |
| 95-th percentile | 68.3 |
| Maximum | 99.75 |
| Range | 98.75 |
| Interquartile range (IQR) | 15.5 |
Descriptive statistics
| Standard deviation | 12.060809 |
|---|---|
| Coefficient of variation (CV) | 0.2530817 |
| Kurtosis | 0.56222192 |
| Mean | 47.655792 |
| Median Absolute Deviation (MAD) | 7.76 |
| Skewness | 0.26502122 |
| Sum | 976467.17 |
| Variance | 145.46311 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50.14 | 20 | 0.1% |
| 41 | 17 | 0.1% |
| 41.78 | 16 | 0.1% |
| 47.46 | 16 | 0.1% |
| 47.37 | 16 | 0.1% |
| 48.08 | 16 | 0.1% |
| 43.28 | 15 | 0.1% |
| 48.66 | 15 | 0.1% |
| 47.75 | 15 | 0.1% |
| 43.13 | 15 | 0.1% |
| Other values (5168) | 20329 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 1.01 | 1 | < 0.1% |
| 1.02 | 3 | |
| 1.03 | 2 | |
| 1.05 | 2 | |
| 1.06 | 1 | < 0.1% |
| 1.07 | 4 | |
| 1.08 | 1 | < 0.1% |
| 1.11 | 1 | < 0.1% |
| 1.12 | 2 |
| Value | Count | Frequency (%) |
| 99.75 | 1 | |
| 99.71 | 1 | |
| 98.81 | 1 | |
| 98.31 | 1 | |
| 98.28 | 1 | |
| 97.14 | 1 | |
| 96.79 | 1 | |
| 96.56 | 1 | |
| 96.18 | 1 | |
| 96.17 | 1 |
passive voice
Real number (ℝ)
| Distinct | 798 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.0364924 |
| Minimum | 1.39 |
|---|---|
| Maximum | 12.87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.2 KiB |
Quantile statistics
| Minimum | 1.39 |
|---|---|
| 5-th percentile | 5.89 |
| Q1 | 7.23 |
| median | 8.06 |
| Q3 | 8.88 |
| 95-th percentile | 10.08 |
| Maximum | 12.87 |
| Range | 11.48 |
| Interquartile range (IQR) | 1.65 |
Descriptive statistics
| Standard deviation | 1.2654327 |
|---|---|
| Coefficient of variation (CV) | 0.15746082 |
| Kurtosis | 0.28332088 |
| Mean | 8.0364924 |
| Median Absolute Deviation (MAD) | 0.82 |
| Skewness | -0.15781941 |
| Sum | 164667.73 |
| Variance | 1.6013198 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.2 | 86 | 0.4% |
| 8.17 | 84 | 0.4% |
| 7.92 | 82 | 0.4% |
| 7.77 | 81 | 0.4% |
| 7.76 | 81 | 0.4% |
| 7.85 | 80 | 0.4% |
| 7.38 | 80 | 0.4% |
| 7.99 | 80 | 0.4% |
| 7.83 | 79 | 0.4% |
| 8.59 | 78 | 0.4% |
| Other values (788) | 19679 |
| Value | Count | Frequency (%) |
| 1.39 | 1 | |
| 2.58 | 1 | |
| 2.66 | 1 | |
| 2.7 | 1 | |
| 2.72 | 1 | |
| 2.75 | 1 | |
| 2.84 | 1 | |
| 3 | 1 | |
| 3.02 | 1 | |
| 3.08 | 1 |
| Value | Count | Frequency (%) |
| 12.87 | 1 | |
| 12.7 | 1 | |
| 12.68 | 1 | |
| 12.42 | 1 | |
| 12.35 | 1 | |
| 12.31 | 1 | |
| 12.3 | 2 | |
| 12.26 | 1 | |
| 12.25 | 1 | |
| 12.24 | 1 |
all adverbs
Real number (ℝ)
| Distinct | 371 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.943572 |
| Minimum | 1.16 |
|---|---|
| Maximum | 6.54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.2 KiB |
Quantile statistics
| Minimum | 1.16 |
|---|---|
| 5-th percentile | 2.11 |
| Q1 | 2.58 |
| median | 2.92 |
| Q3 | 3.28 |
| 95-th percentile | 3.88 |
| Maximum | 6.54 |
| Range | 5.38 |
| Interquartile range (IQR) | 0.7 |
Descriptive statistics
| Standard deviation | 0.53744769 |
|---|---|
| Coefficient of variation (CV) | 0.18258351 |
| Kurtosis | 0.47830799 |
| Mean | 2.943572 |
| Median Absolute Deviation (MAD) | 0.35 |
| Skewness | 0.34597734 |
| Sum | 60313.79 |
| Variance | 0.28885002 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.97 | 192 | 0.9% |
| 2.92 | 185 | 0.9% |
| 2.9 | 184 | 0.9% |
| 2.78 | 166 | 0.8% |
| 2.91 | 166 | 0.8% |
| 2.81 | 164 | 0.8% |
| 2.87 | 164 | 0.8% |
| 2.96 | 163 | 0.8% |
| 2.98 | 162 | 0.8% |
| 2.94 | 162 | 0.8% |
| Other values (361) | 18782 |
| Value | Count | Frequency (%) |
| 1.16 | 1 | |
| 1.17 | 1 | |
| 1.19 | 1 | |
| 1.27 | 1 | |
| 1.3 | 2 | |
| 1.31 | 1 | |
| 1.35 | 2 | |
| 1.36 | 1 | |
| 1.37 | 1 | |
| 1.38 | 2 |
| Value | Count | Frequency (%) |
| 6.54 | 1 | |
| 5.72 | 2 | |
| 5.39 | 1 | |
| 5.35 | 1 | |
| 5.25 | 1 | |
| 5.21 | 1 | |
| 5.19 | 1 | |
| 5.13 | 1 | |
| 5.12 | 1 | |
| 5.1 | 1 |
ly-adverbs
Real number (ℝ)
| Distinct | 251 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0162211 |
| Minimum | 0 |
|---|---|
| Maximum | 4.39 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.51 |
| Q1 | 0.78 |
| median | 0.99 |
| Q3 | 1.22 |
| 95-th percentile | 1.6055 |
| Maximum | 4.39 |
| Range | 4.39 |
| Interquartile range (IQR) | 0.44 |
Descriptive statistics
| Standard deviation | 0.33933842 |
|---|---|
| Coefficient of variation (CV) | 0.33392185 |
| Kurtosis | 1.3102762 |
| Mean | 1.0162211 |
| Median Absolute Deviation (MAD) | 0.22 |
| Skewness | 0.59184623 |
| Sum | 20822.37 |
| Variance | 0.11515056 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.83 | 284 | 1.4% |
| 0.99 | 282 | 1.4% |
| 0.96 | 272 | 1.3% |
| 0.97 | 267 | 1.3% |
| 1.02 | 265 | 1.3% |
| 0.87 | 263 | 1.3% |
| 0.85 | 261 | 1.3% |
| 1.04 | 260 | 1.3% |
| 1 | 257 | 1.3% |
| 0.95 | 256 | 1.2% |
| Other values (241) | 17823 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.04 | 1 | < 0.1% |
| 0.07 | 2 | |
| 0.08 | 1 | < 0.1% |
| 0.09 | 3 | |
| 0.1 | 1 | < 0.1% |
| 0.11 | 1 | < 0.1% |
| 0.12 | 2 | |
| 0.13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4.39 | 1 | |
| 3.18 | 2 | |
| 2.68 | 1 | |
| 2.65 | 1 | |
| 2.64 | 1 | |
| 2.6 | 1 | |
| 2.58 | 2 | |
| 2.53 | 1 | |
| 2.52 | 1 | |
| 2.51 | 1 |
non-ly-adverbs
Real number (ℝ)
| Distinct | 249 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9273812 |
| Minimum | 0.71 |
|---|---|
| Maximum | 3.87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.2 KiB |
Quantile statistics
| Minimum | 0.71 |
|---|---|
| 5-th percentile | 1.43 |
| Q1 | 1.71 |
| median | 1.91 |
| Q3 | 2.13 |
| 95-th percentile | 2.48 |
| Maximum | 3.87 |
| Range | 3.16 |
| Interquartile range (IQR) | 0.42 |
Descriptive statistics
| Standard deviation | 0.32614114 |
|---|---|
| Coefficient of variation (CV) | 0.16921466 |
| Kurtosis | 0.7567445 |
| Mean | 1.9273812 |
| Median Absolute Deviation (MAD) | 0.21 |
| Skewness | 0.39009848 |
| Sum | 39492.04 |
| Variance | 0.10636804 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.87 | 310 | 1.5% |
| 1.9 | 307 | 1.5% |
| 1.93 | 273 | 1.3% |
| 1.94 | 272 | 1.3% |
| 1.86 | 269 | 1.3% |
| 1.82 | 266 | 1.3% |
| 1.92 | 266 | 1.3% |
| 1.89 | 264 | 1.3% |
| 1.76 | 263 | 1.3% |
| 1.79 | 263 | 1.3% |
| Other values (239) | 17737 |
| Value | Count | Frequency (%) |
| 0.71 | 1 | < 0.1% |
| 0.85 | 1 | < 0.1% |
| 0.87 | 1 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| 0.93 | 3 | |
| 0.94 | 4 | |
| 0.96 | 2 | < 0.1% |
| 0.97 | 2 | < 0.1% |
| 0.98 | 5 | |
| 0.99 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.87 | 1 | |
| 3.68 | 1 | |
| 3.53 | 1 | |
| 3.51 | 1 | |
| 3.48 | 1 | |
| 3.47 | 1 | |
| 3.44 | 1 | |
| 3.42 | 1 | |
| 3.41 | 1 | |
| 3.4 | 1 |
year
Real number (ℝ)
| Distinct | 216 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 88 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2010.2646 |
| Minimum | 180 |
|---|---|
| Maximum | 2023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.2 KiB |
Quantile statistics
| Minimum | 180 |
|---|---|
| 5-th percentile | 1977 |
| Q1 | 2013 |
| median | 2018 |
| Q3 | 2020 |
| 95-th percentile | 2022 |
| Maximum | 2023 |
| Range | 1843 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 38.175697 |
|---|---|
| Coefficient of variation (CV) | 0.018990384 |
| Kurtosis | 920.61849 |
| Mean | 2010.2646 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -24.164784 |
| Sum | 41013419 |
| Variance | 1457.3839 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2020 | 3049 | |
| 2019 | 2757 | |
| 2018 | 2492 | |
| 2021 | 2070 | 10.1% |
| 2017 | 1504 | 7.3% |
| 2022 | 1228 | 6.0% |
| 2016 | 1118 | 5.5% |
| 2015 | 382 | 1.9% |
| 2014 | 326 | 1.6% |
| 2013 | 295 | 1.4% |
| Other values (206) | 5181 |
| Value | Count | Frequency (%) |
| 180 | 1 | |
| 311 | 1 | |
| 351 | 1 | |
| 426 | 1 | |
| 701 | 1 | |
| 801 | 1 | |
| 1320 | 1 | |
| 1579 | 1 | |
| 1588 | 1 | |
| 1590 | 1 |
| Value | Count | Frequency (%) |
| 2023 | 158 | 0.8% |
| 2022 | 1228 | |
| 2021 | 2070 | |
| 2020 | 3049 | |
| 2019 | 2757 | |
| 2018 | 2492 | |
| 2017 | 1504 | |
| 2016 | 1118 | 5.5% |
| 2015 | 382 | 1.9% |
| 2014 | 326 | 1.6% |
genres
Text
| Distinct | 3160 |
|---|---|
| Distinct (%) | 15.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 160.2 KiB |
Length
| Max length | 97 |
|---|---|
| Median length | 84 |
| Mean length | 36.319131 |
| Min length | 9 |
Characters and Unicode
| Total characters | 744179 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1937 ? |
|---|---|
| Unique (%) | 9.5% |
Sample
| 1st row | ['Science Fiction', 'Fantasy', 'Adult'] |
|---|---|
| 2nd row | ['Science Fiction'] |
| 3rd row | ['Mystery', 'Crime', 'Classics'] |
| 4th row | ['Historical Fiction', 'Young Adult'] |
| 5th row | ['Thriller', 'Mystery', 'Crime', 'Suspense'] |
| Value | Count | Frequency (%) |
| mystery | 8000 | |
| fiction | 7947 | |
| thriller | 6659 | |
| fantasy | 5970 | 8.8% |
| adult | 5222 | 7.7% |
| historical | 4914 | 7.2% |
| science | 3830 | 5.6% |
| crime | 3765 | 5.5% |
| contemporary | 3328 | 4.9% |
| romance | 3234 | 4.7% |
| Other values (10) | 15250 |
Most occurring characters
| Value | Count | Frequency (%) |
| ' | 115258 | |
| r | 51056 | 6.9% |
| 47629 | 6.4% | |
| i | 45507 | 6.1% |
| e | 43390 | 5.8% |
| t | 39136 | 5.3% |
| , | 37139 | 5.0% |
| o | 33058 | 4.4% |
| n | 32433 | 4.4% |
| a | 30654 | 4.1% |
| Other values (25) | 268919 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 435054 | |
| Other Punctuation | 152397 | 20.5% |
| Uppercase Letter | 68119 | 9.2% |
| Space Separator | 47629 | 6.4% |
| Close Punctuation | 20490 | 2.8% |
| Open Punctuation | 20490 | 2.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 51056 | |
| i | 45507 | |
| e | 43390 | |
| t | 39136 | |
| o | 33058 | |
| n | 32433 | |
| a | 30654 | |
| s | 29144 | 6.7% |
| y | 28787 | 6.6% |
| l | 25813 | 5.9% |
| Other values (8) | 76076 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 13917 | |
| M | 8984 | |
| C | 8151 | |
| H | 7721 | |
| S | 6767 | |
| T | 6659 | |
| A | 6565 | |
| R | 3234 | 4.7% |
| Y | 2543 | 3.7% |
| P | 1301 | 1.9% |
| Other values (2) | 2277 | 3.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 115258 | |
| , | 37139 | 24.4% |
Space Separator
| Value | Count | Frequency (%) |
| 47629 |
Close Punctuation
| Value | Count | Frequency (%) |
| ] | 20490 |
Open Punctuation
| Value | Count | Frequency (%) |
| [ | 20490 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 503173 | |
| Common | 241006 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 51056 | 10.1% |
| i | 45507 | 9.0% |
| e | 43390 | 8.6% |
| t | 39136 | 7.8% |
| o | 33058 | 6.6% |
| n | 32433 | 6.4% |
| a | 30654 | 6.1% |
| s | 29144 | 5.8% |
| y | 28787 | 5.7% |
| l | 25813 | 5.1% |
| Other values (20) | 144195 |
Common
| Value | Count | Frequency (%) |
| ' | 115258 | |
| 47629 | ||
| , | 37139 | 15.4% |
| ] | 20490 | 8.5% |
| [ | 20490 | 8.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 744179 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| ' | 115258 | |
| r | 51056 | 6.9% |
| 47629 | 6.4% | |
| i | 45507 | 6.1% |
| e | 43390 | 5.8% |
| t | 39136 | 5.3% |
| , | 37139 | 5.0% |
| o | 33058 | 4.4% |
| n | 32433 | 4.4% |
| a | 30654 | 4.1% |
| Other values (25) | 268919 |
num final genres
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8125427 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2048063 |
|---|---|
| Coefficient of variation (CV) | 0.42836907 |
| Kurtosis | -0.68176067 |
| Mean | 2.8125427 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.13998482 |
| Sum | 57629 |
| Variance | 1.4515582 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 6005 | |
| 2 | 4835 | |
| 4 | 4640 | |
| 1 | 3463 | |
| 5 | 1369 | 6.7% |
| 6 | 170 | 0.8% |
| 7 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 3463 | |
| 2 | 4835 | |
| 3 | 6005 | |
| 4 | 4640 | |
| 5 | 1369 | 6.7% |
| 6 | 170 | 0.8% |
| 7 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 8 | < 0.1% |
| 6 | 170 | 0.8% |
| 5 | 1369 | 6.7% |
| 4 | 4640 | |
| 3 | 6005 | |
| 2 | 4835 | |
| 1 | 3463 |
| Unnamed: 0 | df_index | total words | vividness | passive voice | all adverbs | ly-adverbs | non-ly-adverbs | year | num final genres | |
|---|---|---|---|---|---|---|---|---|---|---|
| Unnamed: 0 | 1.000 | 1.000 | -0.028 | -0.017 | 0.010 | 0.010 | 0.012 | 0.002 | -0.012 | -0.043 |
| df_index | 1.000 | 1.000 | -0.028 | -0.017 | 0.010 | 0.010 | 0.012 | 0.002 | -0.012 | -0.043 |
| total words | -0.028 | -0.028 | 1.000 | -0.017 | -0.004 | -0.004 | 0.024 | -0.020 | 0.013 | 0.112 |
| vividness | -0.017 | -0.017 | -0.017 | 1.000 | -0.520 | -0.344 | -0.261 | -0.312 | 0.060 | 0.119 |
| passive voice | 0.010 | 0.010 | -0.004 | -0.520 | 1.000 | 0.334 | 0.101 | 0.464 | 0.044 | 0.133 |
| all adverbs | 0.010 | 0.010 | -0.004 | -0.344 | 0.334 | 1.000 | 0.803 | 0.795 | -0.139 | 0.011 |
| ly-adverbs | 0.012 | 0.012 | 0.024 | -0.261 | 0.101 | 0.803 | 1.000 | 0.317 | -0.149 | -0.047 |
| non-ly-adverbs | 0.002 | 0.002 | -0.020 | -0.312 | 0.464 | 0.795 | 0.317 | 1.000 | -0.060 | 0.071 |
| year | -0.012 | -0.012 | 0.013 | 0.060 | 0.044 | -0.139 | -0.149 | -0.060 | 1.000 | 0.003 |
| num final genres | -0.043 | -0.043 | 0.112 | 0.119 | 0.133 | 0.011 | -0.047 | 0.071 | 0.003 | 1.000 |
| Unnamed: 0 | df_index | title | author | total words | vividness | passive voice | all adverbs | ly-adverbs | non-ly-adverbs | year | genres | num final genres | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | The Vanished Birds | Simon Jimenez | 124205.0 | 55.18 | 6.37 | 1.95 | 0.36 | 1.58 | 2020.0 | ['Science Fiction', 'Fantasy', 'Adult'] | 3 |
| 1 | 1 | 1 | The Price of Honor | Jonathan P. Brazee | 77253.0 | 35.35 | 8.71 | 2.63 | 0.71 | 1.92 | 2017.0 | ['Science Fiction'] | 1 |
| 2 | 2 | 2 | The Case of the Baker Street Irregulars | Anthony Boucher | 80557.0 | 32.33 | 8.41 | 3.72 | 1.64 | 2.08 | 1940.0 | ['Mystery', 'Crime', 'Classics'] | 3 |
| 3 | 3 | 3 | Wildoak | C. C. Harrington | 55602.0 | 74.34 | 6.92 | 3.04 | 1.16 | 1.87 | 2022.0 | ['Historical Fiction', 'Young Adult'] | 2 |
| 4 | 4 | 4 | The Holiday | T. M. Logan | 101767.0 | 50.30 | 8.02 | 3.06 | 1.12 | 1.93 | 2019.0 | ['Thriller', 'Mystery', 'Crime', 'Suspense'] | 4 |
| 5 | 5 | 5 | Fab: An Intimate Life of Paul McCartney | Howard Sounes | 225785.0 | 39.24 | 6.52 | 3.03 | 1.20 | 1.83 | 2010.0 | ['Biography', 'History'] | 2 |
| 6 | 6 | 6 | Honest illusions | Nora Roberts | 163279.0 | 55.45 | 8.31 | 2.72 | 0.95 | 1.77 | 1992.0 | ['Romance', 'Contemporary', 'Mystery', 'Suspense'] | 4 |
| 7 | 7 | 7 | Fifth Business | Robertson Davies | 103691.0 | 29.82 | 8.80 | 3.46 | 1.12 | 2.34 | 1970.0 | ['Classics', 'Historical Fiction', 'Literary Fiction'] | 3 |
| 8 | 8 | 8 | Spy Above the Clouds | Ciji Ware | 161061.0 | 47.38 | 6.98 | 3.32 | 1.35 | 1.97 | 2021.0 | ['Historical Fiction'] | 1 |
| 9 | 9 | 9 | If Then | Jill Lepore | 109677.0 | 27.46 | 5.77 | 2.16 | 0.77 | 1.39 | 2020.0 | ['History'] | 1 |
| Unnamed: 0 | df_index | title | author | total words | vividness | passive voice | all adverbs | ly-adverbs | non-ly-adverbs | year | genres | num final genres | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 20480 | 20480 | 22122 | Star Wars - The Mandalorian: Junior Novel | Joe Schrieber | 39247.0 | 52.42 | 5.99 | 2.31 | 0.85 | 1.46 | 2022.0 | ['Science Fiction'] | 1 |
| 20481 | 20481 | 22124 | The Three Secret Cities | Matthew Reilly | 90879.0 | 59.78 | 5.77 | 2.67 | 1.15 | 1.53 | 2018.0 | ['Thriller', 'Adventure', 'Fantasy', 'Mystery', 'Suspense'] | 5 |
| 20482 | 20482 | 22125 | The Love Songs of W. E. B. Du Bois | Honorée Fanonne Jeffers | 260464.0 | 47.46 | 8.67 | 2.43 | 0.54 | 1.90 | 2021.0 | ['Historical Fiction', 'Literary Fiction', 'Historical'] | 3 |
| 20483 | 20483 | 22126 | In Veritas - | C. J. Lavigne | 128055.0 | 82.66 | 6.83 | 2.74 | 1.15 | 1.59 | 2020.0 | ['Adult', 'Fantasy', 'Science Fiction'] | 3 |
| 20484 | 20484 | 22127 | Star Wars - The New Jedi Order: Vector Prime | R. A. Salvatore | 118450.0 | 42.30 | 5.46 | 3.38 | 1.48 | 1.90 | 1999.0 | ['Fantasy', 'Science Fiction'] | 2 |
| 20485 | 20485 | 22128 | Blessing in Disguise | Danielle Steel | 82682.0 | 25.47 | 10.01 | 3.24 | 1.03 | 2.22 | 2019.0 | ['Romance'] | 1 |
| 20486 | 20486 | 22256 | Moth | James Sallis | 56267.0 | 52.27 | 7.19 | 3.37 | 1.10 | 2.27 | 1993.0 | ['Mystery', 'Crime', 'Thriller'] | 3 |
| 20487 | 20487 | 22361 | True Blue | Jane Smiley | 73746.0 | 50.61 | 8.61 | 3.21 | 0.56 | 2.65 | 2011.0 | ['Young Adult', 'Historical Fiction'] | 2 |
| 20488 | 20488 | 22417 | Cage of Glass | Genevieve Crownson | 70143.0 | 49.93 | 7.62 | 3.11 | 1.23 | 1.88 | NaN | ['Young Adult', 'Science Fiction'] | 2 |
| 20489 | 20489 | 22428 | The Singing Sands | Josephine Tey | 68986.0 | 40.43 | 9.29 | 2.78 | 0.78 | 2.00 | 1952.0 | ['Mystery', 'Crime', 'Thriller'] | 3 |